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Abaka AI Tech Stack

Training data platform for multimodal and frontier AI systems

IT Services and IT Consulting Palo Alto 51–200 employees Founded 2019 Privately Held

Abaka AI provides high-quality training data and annotation services for advanced AI systems, with deep technical focus on computer vision, video understanding, and 3D/4D datasets. The stack reveals a research-forward organization — heavy use of PyTorch, CLIP, Diffusers, plus specialized 3D tools (COLMAP, Open3D, Blender) — and active projects around NeRF, Gaussian splatting, and video-language model evaluation signal heavy investment in generative and spatial reasoning tasks rather than commodity labeling.

Tech Stack 15 technologies

Core StackPyTorch Canva Figma Slack Cursor Python Blender COLMAP Open3D Diffusers CLIP Photoshop LinkedIn Twitter Discord

What Abaka AI Is Building

◆Challenges

Workflow efficiency improvement
Client satisfaction improvement
Scaling multimodal data pipelines
Ensuring high-quality data delivery
Establishing go-to-market function
Acquiring high-quality web-scale data
Ensuring data pipeline reliability
Managing anti-bot resilient architectures
Scaling academic partnerships
Expanding research collaborations

▲Active Projects

Scalable multimodal training pipelines
Automation frameworks for experimentation
Automated pipelines for raw data discovery
Performance bottleneck optimization
Dataset refinement for video understanding
Evaluation of video-language models
Benchmark standardization and leaderboard setup
3d/4d dataset pipeline design
Nerf and gaussian splatting research
3d spatial reasoning evaluation protocols

Hiring Activity

Steady15 roles · 4 in 30d

Department

Research

6

Data

2

Engineering

2

Legal

1

Marketing

1

Ops

1

Sales

1

Seniority

Intern

5

Mid

4

Manager

2

Senior

2

Junior

1

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About Abaka AI

Abaka AI, founded in 2019 and based in Palo Alto, delivers training datasets and data annotation services for frontier AI companies building generative, multimodal, and autonomous systems. The platform spans the full data lifecycle: dataset sourcing, cleaning, collection, annotation, and model evaluation, plus proprietary annotation tooling. The company operates with a research-heavy team structure and active technical projects in scalable pipelines, 3D dataset design, and performance optimization, indicating product development alongside services delivery.

HeadquartersPalo Alto

Company Size51–200 employees

Founded2019

Hiring MarketsUnited States

Frequently Asked Questions

What does Abaka AI's tech stack include?

Core: PyTorch, CLIP, Diffusers. Specialized tools: Blender, COLMAP, Open3D for 3D/4D work. Collaboration: Slack, Discord. Creative/design: Figma, Photoshop, Canva. Development: Python, Cursor.

What is Abaka AI working on?

Scalable multimodal training pipelines, 3D/4D dataset design, video-language model evaluation, NeRF and Gaussian splatting research, automated data discovery, and benchmark standardization for spatial reasoning tasks.